{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "NVIDIA-NeMo/Speech",
    "datasetVersion": "2026-09-18-v3.0",
    "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
    "scanDate": "2026-09-16",
    "window": {
      "since": "2026-02-01",
      "untilExclusive": "2026-09-16",
      "label": "February–September 15, 2026"
    },
    "repository": {
      "sourceRepo": "NVIDIA-NeMo/Speech",
      "canonicalRepo": "NVIDIA-NeMo/Speech",
      "canonicalGitHubUrl": "https://github.com/NVIDIA-NeMo/Speech",
      "defaultBranch": "main",
      "headShaAtResolution": "3d91009e8f2ef690112eabeb6907da00ea308d7f",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 11.1,
    "humanSharePctCeiling": 88.9,
    "totals": {
      "commitsInHistory": 395,
      "mergeCommitsExcluded": 0,
      "ciBotCommitsExcluded": 9,
      "commitsConsidered": 386,
      "agentAttributedCommits": 43,
      "humanAttributedCommits": 343
    },
    "concentration": {
      "distinctAgentAuthors": 14,
      "topAuthorShareOfAgentCommits": 41.9,
      "adoptionPattern": "org-wide"
    },
    "mode": {
      "assistedCommits": 43,
      "autonomousCommits": 0,
      "assistedPct": 11.1,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 27,
        "sharePct": 7,
        "samples": [
          {
            "hash": "e3364bdcdb134981e4f51e66ae76449075b2ef4b",
            "subject": "optional tail silence to flush the decoder (#16237)",
            "date": "2026-09-11T14:56:40+04:00"
          },
          {
            "hash": "c40f18ddc3609b71b2f67ddfc4812092d30d4a5b",
            "subject": "speechlm2: add deterministic Granary-v2 preference sampling for restorable Lhotse dataloader (#15991)",
            "date": "2026-08-05T17:54:23-04:00"
          },
          {
            "hash": "617a5fd5da79818e0598d3dbf57cdb7be062c845",
            "subject": "fix-tutorial-install-line (#15879)",
            "date": "2026-07-07T15:15:42-04:00"
          },
          {
            "hash": "5846f0c08e41f7734c425cb8a34e169a34396c80",
            "subject": "ASR: report ASR LAAL (transcription commit latency) (#15817)",
            "date": "2026-06-25T18:55:02+04:00"
          },
          {
            "hash": "e0c9219cd2d4ef2e386fedaac68269e47b6861fd",
            "subject": "docs: overhaul installation instructions around uv + bring-your-own Python/PyTorch/CUDA (#15769)",
            "date": "2026-06-09T20:58:00+00:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 11,
        "sharePct": 2.8,
        "samples": [
          {
            "hash": "e3364bdcdb134981e4f51e66ae76449075b2ef4b",
            "subject": "optional tail silence to flush the decoder (#16237)",
            "date": "2026-09-11T14:56:40+04:00"
          },
          {
            "hash": "6ffd048b43e79d52073f447a9f381ff6739b4b05",
            "subject": "Distributed OOMptimizer for speechlm2 training (#15807)",
            "date": "2026-06-23T12:18:54-04:00"
          },
          {
            "hash": "52ba8338c15cf9bfd5f76c0367215d2f513d381c",
            "subject": "Add hi-IN , Ko-KR and pt-BR IPA tokenizer support (#15567)",
            "date": "2026-04-24T08:07:37-04:00"
          },
          {
            "hash": "8876e8c23f74132b4f6bf6bf4c0bafb8ec67a8c1",
            "subject": "[TTS][Docs][MagpieTTS] Add MagpieTTS finetuning docs (#15546)",
            "date": "2026-04-07T16:00:55-04:00"
          },
          {
            "hash": "71fe0c68268f71047724a22771f12ce121d76590",
            "subject": "Add ASR-EOU models and training/eval scripts (#14740)",
            "date": "2026-03-31T10:22:12-04:00"
          }
        ]
      },
      {
        "id": "cursor",
        "label": "Cursor Agent",
        "vendor": "Anysphere",
        "commits": 4,
        "sharePct": 1,
        "samples": [
          {
            "hash": "5ff60930c8d6c206d6520eba6c73be5ae2a5e8ea",
            "subject": "fix(asr): make DynamicLengthTensor indexing Python 3.10-compatible (#15797) (#15932)",
            "date": "2026-07-28T10:38:34+00:00"
          },
          {
            "hash": "c66a3796dc6a5fd49e91296a8cda328f966549f4",
            "subject": "Add vLLM support for NeMo SpeechLM (#15520)",
            "date": "2026-05-05T16:49:42-05:00"
          },
          {
            "hash": "86264e7c45f6fa2d30045c90e751637bfcb79d1c",
            "subject": "docs: fix broken tutorial links pointing to non-existent stable branch (#15420)",
            "date": "2026-02-23T09:14:01-05:00"
          },
          {
            "hash": "b39e96e2d60595933b699e1a2e08a6b605a4c286",
            "subject": "fix: add missing docstring for transcript args in EncDecMultiTaskModel.forward() (#15396)",
            "date": "2026-02-17T10:22:08-05:00"
          }
        ]
      },
      {
        "id": "codex",
        "label": "OpenAI Codex",
        "vendor": "OpenAI",
        "commits": 2,
        "sharePct": 0.5,
        "samples": [
          {
            "hash": "059d903941dfc93b4dec7a634ba2e2b8654766e3",
            "subject": "feat(speechlm2): add native MTP speculative decoding in vLLM (#16196)",
            "date": "2026-09-11T21:01:02-04:00"
          },
          {
            "hash": "e8acc244ca7cd06739b8532de77ab6dd9c573462",
            "subject": "feat(speechlm2): export portable checkpoints and serve them with vLLM (#16195)",
            "date": "2026-09-11T20:58:15-04:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 45,
        "agent": 8,
        "agentPct": 17.8
      },
      {
        "month": "2026-03",
        "total": 58,
        "agent": 9,
        "agentPct": 15.5
      },
      {
        "month": "2026-04",
        "total": 51,
        "agent": 11,
        "agentPct": 21.6
      },
      {
        "month": "2026-05",
        "total": 30,
        "agent": 4,
        "agentPct": 13.3
      },
      {
        "month": "2026-06",
        "total": 56,
        "agent": 5,
        "agentPct": 8.9
      },
      {
        "month": "2026-07",
        "total": 52,
        "agent": 2,
        "agentPct": 3.8
      },
      {
        "month": "2026-08",
        "total": 56,
        "agent": 1,
        "agentPct": 1.8
      },
      {
        "month": "2026-09",
        "total": 38,
        "agent": 3,
        "agentPct": 7.9
      }
    ],
    "lowActivity": false
  }
}